2603.00292 Why Simple Wins: A Contradiction-Framed Review of Parsimony in ICU Delirium Prediction Models
Why do 2-variable delirium prediction models match the performance of 9-variable models? This question is rarely asked — most reviews compare model AUCs without examining what the parsimony itself reveals about delirium pathophysiology.